Publications (4)
DeepSignature: Digitally Signed, Content-Encoding Watermarks for Robust and Transparent Image Authentication
Mathias Graf, Marco Willi, Melanie Mathys +4
AI-powered generative models have significantly expanded the possibilities for editing, manipulating, and creating high-quality images. Particularly, images that falsely appear to…
Synthetic Photography Detection: A Visual Guidance for Identifying Synthetic Images Created by AI
Melanie Mathys, Marco Willi, Raphael Meier
Artificial Intelligence (AI) tools have become incredibly powerful in generating synthetic images. Of particular concern are generated images that resemble photographs as they aspi…
Synthetic Image Detection with CLIP: Understanding and Assessing Predictive Cues
Marco Willi, Melanie Mathys, Michael Graber
Recent generative models produce near-photorealistic images, challenging the trustworthiness of photographs. Synthetic image detection (SID) has thus become an important area of re…
Synthetic Image Generation in Cyber Influence Operations: An Emergent Threat?
Melanie Mathys, Marco Willi, Michael Graber +1
The evolution of artificial intelligence (AI) has catalyzed a transformation in digital content generation, with profound implications for cyber influence operations. This report d…